3 citations · 3 across the 3 of their papers we have counts for
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stat.CO2023
HiQR: An efficient algorithm for high-dimensional quadratic regression with penalties
Cheng Wang, Haozhe Chen, Binyan Jiang
This paper investigates the efficient solution of penalized quadratic regressions in high-dimensional settings. A novel and efficient algorithm for ridge-penalized quadratic regres…
stat.CO2018
An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss
Cheng Wang, Binyan Jiang
The estimation of high dimensional precision matrices has been a central topic in statistical learning. However, as the number of parameters scales quadratically with the dimension…